Why do financial market anomalies arise and persist? This column summarises a new thread in financial economics – the "limits of arbitrage" literature – explaining how financial institutions sometimes lack the capital needed to arbitrage away anomolies. This new approach has far-reaching implications for our understanding of how financial markets work and how they should be regulated.